Hartley Transform Based Fingerprint Matching

被引:8
|
作者
Bharkad, Sangita [1 ]
Kokare, Manesh [1 ]
机构
[1] Govt Coll Engn, Dept Elect & Telecommun Engn, Aurangabad, Maharashtra, India
来源
关键词
Biometrics; Feature Extraction; Hartley Transform; Discrete Wavelet Transform; Fingerprint Matching;
D O I
10.3745/JIPS.2012.8.1.085
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The Hartley transform based feature extraction method is proposed for fingerprint matching. Hartley transform is applied on a smaller region that has been cropped around the core point. The performance of this proposed method is evaluated based on the standard database of Bologna University and the database of the FVC2002. We used the city block distance to compute the similarity between the test fingerprint and database fingerprint image. The results obtained are compared with the discrete wavelet transform (DWT) based method. The experimental results show that, the proposed method reduces the false acceptance rate (FAR) from 21.48% to 16.74 % based on the database of Bologna University and from 31.29% to 28.69% based on the FVC2002 database.
引用
收藏
页码:85 / 100
页数:16
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